Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | accuracy | boyce_cont | roc_auc | tss_max |
|---|---|---|---|---|
| rf | 0.9503356 | 0.9558650 | 0.9891796 | 0.9475918 |
| bt | 0.7946309 | 0.9870061 | 0.8529551 | 0.5772653 |
| maxnet | 0.6442953 | 0.8926015 | 0.7406163 | 0.4295918 |
| gam | NA | 0.9220187 | NA | NA |
| glm | NA | 0.8076810 | NA | NA |
Variable Importance